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Technologies for using recorded data in simulation-based development publicerad av Volvo Group

Jobbet utgår om 6 dagar
Heltidsanställd
Göteborg

Arbetsbeskrivning

Background of thesis work
  • Background: Log data is collected while driving in traffic and on test tracks. This log data can be used as input for simulated drives in which models and code represent the real vehicles. It is also useful to collect log data during simulations to allow analysis of what happened during the simulation.
  • Task: Identify and prototype methods to replay logs to simulator and to capture logs during simulation.
Volvo has an in-house modelling and simulation environment that shall be used as a basis for the implementation of these features.
Background of students
Candidates should be in the final year of their Master’s studies. Suitable masters’ programmes include Software Engineering, Computer Science, Computer Engineering, IT, Mechatronics. Candidates with equivalent background from other programmes will also be considered. 
This work focuses on concept and design phases of the system development lifecycle. Several subject areas such as computer and network/IT security, programming in C, modelling languages, software engineering, software verification and testing, embedded and real-time systems are relevant in the context of this thesis work. Knowledge in one or several of these areas will be considered favourably. As the work environment is highly international, good skills in English, both oral and written, are required.
 
Description of thesis work
The research questions to address are:
  • How can data collected from trucks on the road be used to improve testing and simulation as part of the development activities?
    • What properties are required on recorded data to be useful for simulation?
    • How should a simulation architecture support replay of recorded data and recording simulation data?
In order to answer these questions, some of the tasks required are
  • Study existing logging technologies for real-time systems and simulators
  • Establish required logging data annotations (time, position, truck id, operation, data id, …)
  • Implement a logging component for the vehicle
  • Implement a logging component for the simulator
  • Implement a replay component for the simulator
  • Evaluate the fidelity, scalability, and extensibility of the logging and replay components
Volvo has a simulation environment for complete truck simulations that will serve as a platform for the thesis. We are working with modern software development practices in continuous integration with tools like Git, Artifactory and Jenkins.
   
Thesis level: Masters
Language: English
Starting date: January 2019 (or earlier upon agreement)
Number of students: The thesis is suitable for two students working in collaboration
Academic Tutor: Jan-Philipp Steghöfer, Associate professor in the Software Engineering division, Computer Science and Engineering, Chalmers | University of Gothenburg.
Industrial Tutor: Henrik Lönn, Advanced Engineering, Electronics and Software Architecture at Volvo Group Trucks Technology, +46313226217

Referens

665737

Om företaget

Imagine yourself working with some of the sharpest and most creative brains in the transport an infrastructure industry, developing cutting-edge technologies and sustainable transport solutions that will change the future of society.

The Volvo Group was founded based on the idea that technology should serve the needs of people. Our customers use our trucks, buses, construction equipment, engines and services to drive growth and sustainable development throughout society. We are about 95.000 employees in 190 markets and we all share the mission – Driving prosperity through transport solutions.

We believe in a work climate characterised by respect for the individual. We believe that diversity and inclusion increase engagement, generate innovation and develop our business. Along with challenging tasks and major technological paradigm shifts ahead, that will completely change the way we live, all these things make the Volvo Group the place you want to be – now and in coming years. There have never been more exciting times working with transport solutions.

Our company culture also expresses how we interact with each other, with our customers and with society as a whole, to achieve our business objectives. It is rooted in our history and is critical to our company’s long term success. It is the foundation on which everything else is built.

The wanted Volvo Group culture is described by five values. They serve as a guide to our day to day behavior, they drive our decisions at all levels of the organization. They express our shared beliefs across regions and entities and create the base for a high performing culture. We value:

Customer success
Trust
Passion
Change
Performance

Does this sound interesting? We’d love to hear from you and tell you more about a future career with us or follow us in social media to stay up to date with what´s going on in the world of Volvo Group!

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